Research Article
Intrusion Detection System Based on Evolving Rules for Wireless Sensor Networks
Table 4
The accuracy comparisons of CBA, CMAR, and GNP with rule evolving (%).
| Classifier | Decision tree | SVM | KNN | AdaBoost | Cluster Gaussian |
| CBA | 70.64 | 74.47 | 71.75 | 72.83 | 86.09 | CMAR | 72.39 | 72.28 | 72.99 | 72.19 | 85.48 | GNP with rule evolving | 80.22 | 75.98 | 77.30 | 73.50 | 86.78 |
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